ReviewThe dopaminergic basis of human behaviors: A review of molecular imaging studies
Introduction
In 1998, we reported increased dopamine (DA) release in man during performance of a behavioral task (Koepp et al., 1998) using positron emission tomography (PET). In the presence of the DA D2/3 receptor radiotracer [11C]raclopride, volunteers played a videogame in which a tank had to be successfully steered around a battlefield arena to collect flags and obtain a monetary reward. Decreased [11C]raclopride binding, consistent with increased DA release, was observed in the striatum of subjects whilst playing the videogame in comparison to a rest condition. This study demonstrated DA release during normal human behavior for the first time, and set the stage for non-invasive investigation of the role of DA in processes such as learning, reward and sensorimotor integration. As will be reviewed here, literature describing the dopaminergic basis of human behavior is now rapidly expanding and DA release has been specifically associated with several motor, reward-related and cognitive functions. In parallel, the past decade has seen much refinement and evolution of methodological approaches to measuring DA release using D2/3 radiotracers using PET and the related technique, single photon emission tomography (SPET).
From a historical perspective, suggestions that select DA receptor radiotracers may be used to image changes in extracellular DA levels began in 1989, with publication of ex vivo data demonstrating the sensitivity of D2/3 receptor radiotracers to changes in endogenous DA levels (Ross and Jackson, 1989a, Ross and Jackson, 1989b, Seeman et al., 1989). Indications that this sensitivity could also be observed in vivo using positron emission tomography (PET) technology rapidly followed, when increased displacement of the D2/3 tracer (18F)-N-methylspiroperidol was observed following administration of the anticholinergic benztropine to baboons (Dewey et al., 1990). This finding was subsequently confirmed by applying the same technique to investigate amphetamine-induced DA release (Dewey et al., 1991). Landmark investigations in humans followed swiftly afterwards; data showing decreases in binding of the D2/3 receptor PET radiotracer [11C]raclopride in response to administration of amphetamine were published in 1992 (Farde et al., 1992) and similar results were subsequently obtained following administration of the DA re-uptake inhibitor methylphenidate (Volkow et al., 1994).
The ability of D2/3 receptor radiotracers to index DA release in vivo is commonly described by the ‘classical occupancy model’; D2/3 receptor radiotracers compete with DA for receptor binding, thus a decrease in radiotracer binding potential (BP) is interpreted as an increase in DA release (see Laruelle, 2000a). The amount of radiotracer present in a particular brain region of interest (ROI) can be detected using PET and SPET. The specific binding of the radiotracer to receptors is then inferred through careful modeling of radiotracer kinetics. These techniques, used in combination with administration of pharmacological compounds that target non-dopaminergic neurotransmitter systems, have allowed examination of the neuropharmacology of DA release in the human brain (Breier et al., 1998, Brody et al., 2004, Dewey et al., 1993, Vollenweider et al., 1999), and studies employing pharmacological challenges which release DA (e.g. amphetamine), reveal much about the neurochemistry of many brain disorders (Abi-Dargham et al., 1998, Breier et al., 1997, Laruelle et al., 1996, Laruelle et al., 1999, Piccini et al., 2003, Rosa et al., 2002, Singer et al., 2002, Volkow et al., 1997, Volkow et al., 2007). However, the ability to study DA release produced by ethologically relevant, non-pharmacological stimuli is of greater functional relevance in terms of investigating the dopaminergic basis of human behavior and its role in disease mechanisms.
The possibility that D2/3 radiotracer PET techniques might prove sensitive enough to measure the relatively smaller changes in DA release expected following non-pharmacological interventions was first proposed in 1995 following detailed review of dopaminergic neurophysiology and integration of these parameters into simulations (Fischer et al., 1995, Morris et al., 1995). Encouraged by the positive results of these simulations, we performed our initial study of DA release during videogame playing and observed significant decreases in [11C]raclopride BP (Koepp et al., 1998).
Since the publication of our original finding (Koepp et al., 1998), there have been a large number of studies in this field, employing a number of different approaches, and there is no clear consensus as to the best method. The aim of this paper is to systematically review the molecular imaging studies of DA release in man and to critically appraise the methodological approaches used. In addition, we re-analyze our original data to evaluate and illustrate the degree to which certain methodological factors may alter findings. We conclude by reviewing the findings of molecular imaging studies of non-pharmacologically evoked changes in DA release in man, and summarize what these studies have told us about the role of DA in aspects of human behavior.
As studies in experimental animals have since significantly increased our understanding of dopaminergic neurophysiology, we begin this review by describing components of this system relevant to measuring non-pharmacologically induced changes in DA release using D2/3 receptor radiotracers and PET methodology. We then present the findings of our systematic review and re-evaluation of previous data.
Section snippets
Neurophysiology of the dopaminergic system
Electrophysiological recording shows that, at ‘baseline’, action potentials occur in mesostriatal DA neurons at a frequency of about 4 Hz, referred to as tonic or ‘pacemaker’ firing (Grace and Bunney, 1984b). On presentation of a reward, a stimulus predicting a reward, a novel arousing stimulus, or a stressful stimulus, a short burst in DA neuron firing rate occurs (Anstrom and Woodward, 2005, Carelli and Deadwyler, 1994, Grace and Bunney, 1984a, Hyland et al., 2002, Schultz and Romo, 1988,
Choice of radioligand
Currently, D2/3 receptor binding in the striatum is normally quantified using either the PET radioligand [11C]raclopride, or the single photon emission tomography (SPET) radioligands [123I]IBZM and [123I]epidepride. These D2 antagonist radiotracers are readily displaceable by increases or decreases in endogenous DA (Endres and Carson, 1998, Laruelle, 2000a). Other D2 antagonist radiotracers such as spiperone and D1 radiotracers are not readily vulnerable to changes in extracellular DA due to
Methods and results of systematic review
To identify all PET and SPET studies of non-pharmacologically evoked DA release, Medline and PubMed bibliographic databases were searched using the keywords “dopamine,” “emission tomography,” “task,” “stress,” “reward,” “motor,” “cognitive”. We also hand-searched references within publications. We selected studies where PET or SPET was used to infer changes in extracellular DA concentrations in man following application of non-pharmacological stimuli relative to a control condition. Using this
Experimental design
As presented in Table 1, several methodological and analytical approaches have been applied in [11C]raclopride studies of DA release following behavioral challenges which have different practical and methodological advantages and disadvantages. Changes in DA release may be inferred using either ‘blocking’ or ‘displacement’ studies. In blocking studies, radiotracer binding is measured under a DA activation (‘challenge’) condition and control condition, where the changes in D2/3 receptor
Changes in cerebral blood flow
In developing these methodologies a major consideration has been the influences that task-induced changes in blood flow may exert on the estimation of D2/3 radiotracer binding potential. Using hyperventilation to decrease regional cerebral blood flow (rCBF) via vasoconstriction, an [11C]raclopride scan in a single subject showed an apparent decrease in both the distribution volume and transport of the radiotracer to the brain (K1) (Logan et al., 1994) suggesting that radiotracer delivery may be
Maximizing detection sensitivity
As task-induced increases in DA release are likely to be relatively small and transient in nature, it is particularly important to maximize the sensitivity of these methodologies for detection of changes in DA release. As dual condition BI scans may offer advantage over paired bolus scans in minimizing the effects of changes in blood flow, the sensitivity of these approaches has been specifically compared: following administration of amphetamine (Carson et al., 1997) or nicotine (Marenco et
Measurement of extrastriatal DA release
Although the expression of D2/3 receptors is highest in the striatum, dopaminergic projections from the dorsal midbrain show widespread efferents, additionally terminating in limbic, thalamic and cortical regions. DA acting within these regions is known, from research in experimental animals, to be important for diverse functions including stabilization of active representations relevant for working memory (Sawaguchi and Goldman-Rakic, 1991), episodic memory formation (Fujishiro et al., 2005,
Dopamine release during non-pharmacological paradigms
Returning to striatal DA release, we now review the findings reported in published studies of DA release following non-pharmacological stimuli. Whilst the published studies should be carefully considered with respect to the methodological factors outlined above, significant decreases in D2/3 radiotracer binding have been detected in many studies, as summarized in Table 3. Research on DA release has centered on four main areas into which the literature cited in Table 3 is organized: motor
Conclusions
These studies demonstrate that increases in DA release can be observed in the human striatum during performance of several behaviors to which a central role of DA has been ascribed from studies performed in experimental animals. Further credence to these findings is provided through the observation that decreases in [11C]raclopride BP or displacement have been repeatedly reported during motor, reward-related and cognitive tasks using an array of methodologies. Nonetheless, imaging task-induced
Acknowledgements
The authors would like to thank Prof. Alain Dagher (Montreal Neurological Institute, McGill University, Montreal, Canada) and Dr Stephanie Cragg (University of Oxford, UK) for their valuable input to this manuscript.
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2021, NeuroImageCitation Excerpt :Recently, studies comparing binding values in extrastriatal ROIs from separate cohorts examined with [11C]raclopride and [18F]Fallypride respectively, showed high correspondence between regional average binding levels (Karalija et al., 2019; Papenberg et al., 2019). This is in contrast to data from a study showing weak correlations between extrastriatal average [11C]raclopride and [11C]FLB 457 binding (Egerton et al., 2009). Importantly, between-individual comparisons do not account for individual variability in binding and are therefore not suited for assessing measurement precision.